Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 2094.204880 2274.416228 2456.734635 2654.697865 2863.283011 3076.240248 3309.795128
2025-05-25 1775.844334 2043.295938 2324.149236 2639.855008 2983.647139 3345.519801 3754.045589
2025-06-01 1598.089537 1919.695001 2266.784569 2666.713028 3112.306717 3591.131712 4142.145591
2025-06-08 1433.218037 1789.135479 2182.633188 2645.799975 3171.925815 3747.058465 4419.317020
2025-06-15 1344.451570 1733.935498 2173.338850 2699.682518 3306.989892 3979.983172 4776.337732
2025-06-22 1244.681114 1656.949659 2131.196935 2708.777308 3384.982071 4143.787755 5051.759091
2025-06-29 1150.052172 1578.773135 2081.250594 2702.878424 3440.599721 4278.057024 5290.380702
2025-07-06 1030.807251 1462.890399 1979.539378 2629.333037 3411.427775 4309.846144 5407.132918
2025-07-13 1003.941793 1459.304926 2011.625511 2714.402339 3568.604578 4557.899971 5774.729413
2025-07-20 959.582828 1430.398748 2010.037768 2756.460387 3672.837009 4742.943747 6068.528254
2025-07-27 904.557605 1384.383084 1984.324294 2766.433250 3736.419865 4878.582878 6303.473767
2025-08-03 847.831827 1332.886899 1948.922722 2761.910176 3780.352121 4989.369363 6508.076630
2025-08-10 803.341768 1296.316099 1931.907146 2780.530222 3853.696285 5137.396501 6760.242743
2025-08-17 748.282418 1242.544356 1890.323922 2766.116646 3884.820077 5233.766047 6950.545553
2025-08-24 714.127673 1215.775769 1882.605828 2793.834771 3967.721462 5392.757630 7216.516453
2025-08-31 663.876279 1163.479606 1838.514992 2772.245349 3986.689727 5472.103084 7384.968335
2025-09-07 645.415867 1155.812049 1853.789170 2827.867349 4103.600360 5672.447998 7701.744850
2025-09-14 611.934524 1124.322613 1835.049001 2837.254640 4160.399984 5797.722120 7926.382974
2025-09-21 575.444408 1086.392550 1805.775668 2831.166076 4196.149513 5896.039406 8117.501039
2025-09-28 518.882701 1014.838204 1726.659315 2755.244564 4138.786075 5875.548887 8159.811839
2025-10-05 516.948651 1027.789719 1767.495894 2843.060422 4296.608301 6127.785144 8543.149410
2025-10-12 501.674924 1018.845052 1776.296568 2886.466167 4395.757914 6305.772545 8834.253714
2025-10-19 477.534111 994.463571 1761.741827 2896.757629 4450.480905 6426.943631 9054.223721